{"id":"W2767131872","doi":"10.1115/ht2017-4847","title":"The Effects of Wettability and Surface Morphology on Heat Transfer for Zinc Oxide Nanostructured Aluminum Surfaces","year":2017,"lang":"en","type":"article","venue":"","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; University of California Berkeley; National Science Foundation","keywords":"Superhydrophilicity; Wetting; Materials science; Heat transfer; Contact angle; Nucleate boiling; Heat transfer coefficient; Aluminium; Superheating; Copper; Evaporation; Composite material; Nanotechnology; Chemical engineering; Metallurgy; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002029223,0.0002495178,0.0001518081,0.0002137546,0.0001864061,0.0003333595,0.0002306074,0.0001917228,0.0007161549],"category_scores_gemma":[0.0006880101,0.0001886087,0.0001995882,0.0001774865,0.0002002482,0.0003356406,0.000157553,0.000273458,0.0001388622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217413,"about_ca_system_score_gemma":0.00008770533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020105,"about_ca_topic_score_gemma":0.001781151,"domain_scores_codex":[0.9998647,0.00001092645,0.000008817275,0.00002592854,0.00005886797,0.00003075161],"domain_scores_gemma":[0.9996606,0.0001528895,0.0000820545,0.00002387412,0.00005817465,0.00002242488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005010254,0.0000148204,0.0006120193,0.00003986546,0.000004905492,0.00004298661,0.00003660762,0.0004407016,0.9972019,0.00003144527,0.00002326567,0.001501434],"study_design_scores_gemma":[0.000005265858,0.0001892057,0.007284651,0.000002871203,0.000007656636,0.00004287247,0.00004040184,0.004147737,0.9880264,0.00002214121,0.0002241833,0.000006614668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980341,0.0004049468,0.0009707955,0.00002763933,0.000009874158,0.00001107194,0.00006693936,0.0000221477,0.0004525738],"genre_scores_gemma":[0.9989858,0.0001911529,0.0005658465,0.000008538288,0.000004795935,0.000007968926,0.0000305727,0.000009886063,0.0001954039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020105,"threshold_uncertainty_score":0.002395749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540102121020775,"score_gpt":0.2600820104662223,"score_spread":0.2446809892560146,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}